ECG signal compression based on Burrows-Wheeler transformation and inversion ranks of linear prediction

被引:34
作者
Arnavut, Ziya [1 ]
机构
[1] SUNY Coll Fredonia, Dept Comp Sci, Fredonia, NY 14063 USA
关键词
BW Transformation; inversions; lossless ECG compression; prediction;
D O I
10.1109/TBME.2006.888820
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Many transform-based compression techniques, such as Fourier, Walsh, Karhunen-Loeve (KL), wavelet, and discrete cosine transform (DCT), have been investigated and devised for electrocardiogram (ECG) signal compression. However, the recently introduced Burrows-Wheeler Transformation has not been completely investigated. In this paper, we investigate the lossless compression of ECG signals. We show that when compressing ECG signals, utilization of linear prediction, Burrows-Wheeler Transformation, and inversion ranks yield better compression gain in terms of weighted average bit per sample than recently proposed ECG-specific coders. Not only does our proposed technique yield better compression than ECG-specific compressors, it also has a major advantage: with a small modification, the proposed technique may be used as a universal coder.
引用
收藏
页码:410 / 418
页数:9
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